Sounak Chakraborty

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 6

Top Topics

Variable Selection

Sparsity Inducing

Graph Laplacian

Top Venues

Stat. Anal. Data Min.

Comput. Stat. Data Anal.

J. Biomed. Informatics

Publications

Hao Xue, Sounak Chakraborty, Tanujit Dey
Bayesian shrinkage models for integration and analysis of multiplatform high-dimensional genomics data. Stat. Anal. Data Min. 17 (2) (2024)
Tanujit Dey, Jaechoul Lee, Sounak Chakraborty, Jay Chandra, Anushka Bhaskar, Kenneth Zhang, Anchal Bhaskar, Francesca Dominici
Lag time between state-level policy interventions and change points in COVID-19 outcomes in the United States. Patterns 2 (8) (2021)
Sounak Chakraborty, Aurelie C. Lozano
A graph Laplacian prior for Bayesian variable selection and grouping. Comput. Stat. Data Anal. 136 (2019)
Matthew Spencer, Nicole Takahashi, Sounak Chakraborty, Judith Miles, Chi-Ren Shyu
Heritable genotype contrast mining reveals novel gene associations specific to autism subgroups. J. Biomed. Informatics 77 (2018)
Chang Xu, Sounak Chakraborty
Bayesian kernel machine models for testing genetic pathway effects in prostate cancer prognosis. Stat. Anal. Data Min. 10 (6) (2017)
Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun
Variable selection for high-dimensional genomic data with censored outcomes using group lasso prior. Comput. Stat. Data Anal. 112 (2017)
Kyu Ha Lee, Sounak Chakraborty, Jianguo Sun
Survival prediction and variable selection with simultaneous shrinkage and grouping priors. Stat. Anal. Data Min. 8 (2) (2015)
Sounak Chakraborty
Bayesian multiple response kernel regression model for high dimensional data and its practical applications in near infrared spectroscopy. Comput. Stat. Data Anal. 56 (9) (2012)
Sounak Chakraborty, Malay Ghosh, Bani K. Mallick
Bayesian nonlinear regression for large p small n problems. J. Multivar. Anal. 108 (2012)
Sounak Chakraborty, Ruixin Guo
A Bayesian hybrid Huberized support vector machine and its applications in high-dimensional medical data. Comput. Stat. Data Anal. 55 (3) (2011)
Mohammad Khalilia, Sounak Chakraborty, Mihail Popescu
Predicting disease risks from highly imbalanced data using random forest. BMC Medical Informatics Decis. Mak. 11 (2011)
Ruixin Guo, Sounak Chakraborty
Bayesian adaptive nearest neighbor. Stat. Anal. Data Min. 3 (2) (2010)
Sounak Chakraborty
Simultaneous cancer classification and gene selection with Bayesian nearest neighbor method: An integrated approach. Comput. Stat. Data Anal. 53 (4) (2009)
Guan Ning Lin, Zhipeng Cai, Guohui Lin, Sounak Chakraborty, Dong Xu
ComPhy: prokaryotic composite distance phylogenies inferred from whole-genome gene sets. BMC Bioinform. 10 (S-1) (2009)
Sounak Chakraborty
Bayesian binary kernel probit model for microarray based cancer classification and gene selection. Comput. Stat. Data Anal. 53 (12) (2009)